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RAG
Chroma DB vector database, with embedding and reranker models to implement a Retrieval Augmented Generation (RAG) system.
TAG-Bench: A benchmark for table-augmented generation (TAG)
An open-source RAG-based tool for chatting with your documents.
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]
This is the code repo for the paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards".
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
Retrieval-Augmented Machine Translation with Unstructured Knowledge
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
RAG Logger is an open-source logging tool designed specifically for Retrieval-Augmented Generation (RAG) applications. It serves as a lightweight, open-source alternative to LangSmith, focusing on …
Beautiful docs that write, translate, and optimize themselves
A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).
Python toolkit for building GraphRAG applications
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.